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A Multi Method Importance and Performance Efficiency Analysis of Topological Metrics for Natural Visibility Graph Based Cyber Attack Detection

arXiv cs.AI ↗ · 2026-10-05 Cached

This paper evaluates 21 Natural Visibility Graph topological metrics for cyber-attack classification using SHAP, Permutation Importance, Boruta, and RFE consensus ranking, showing that a Top3 clustering-coefficient subset achieves 97.15% accuracy on CICIDS2018 while cutting runtime by 96%.

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